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# Compute for your AI model: GPUs, LPUs, TPUs and beyond..


- **Event:** World Congress 2026 North America

## Description

In the rapidly evolving landscape of computing, Graphics Processing Units (GPUs), Language Processing Units (LPUs), and Tensor Processing Units (TPUs) play pivotal roles in accelerating complex tasks, particularly in machine learning and artificial intelligence.

GPUs are renowned for their parallel processing capabilities, making them ideal for rendering graphics and handling large datasets. LPUs are specialized for optimizing natural language processing tasks, enhancing efficiency in understanding and generating human language. TPUs, developed by Google, are tailored specifically for training and inference of machine learning models, offering significant performance advantages for large-scale AI applications.

As we explore these technologies, we'll also look at emerging processing units designed for specific AI use-cases and the future of computational advancements.

Join me to dive into the intricacies of these processing units, their applications, and what lies ahead in the world of computing technology.

## Speaker

### [Kushaagra Goyal](https://www.wearedevelopers.com/@kushaagra-goyal)

Tech Lead at Rubrik, ex-CTO at Gan.AI, ex-Databricks


## Related talks at this congress

- [Agents That Own Their Inference: Building Production AI Agents on Dedicated GPUs](https://www.wearedevelopers.com/events/world-congress-2026-north-america/sessions/1717-agents-that-own) — Duan Lightfoot
- [Building Stuff with GenAI - The Open Minded Workshop beyond OpenAI](https://www.wearedevelopers.com/events/world-congress-2026-north-america/sessions/1719-building-stuff-with) — Andreas Erben
- [Trust, But Verify: Continuous GPU Validation at Scale](https://www.wearedevelopers.com/events/world-congress-2026-north-america/sessions/1690-trust-but-verify) — Kyle Bell
- [Making Science Larger, not just Faster](https://www.wearedevelopers.com/events/world-congress-2026-north-america/sessions/1702-making-science) — Yuval Dvir

## Watch remotely

Can’t make it to San José? Watch this session live with Pro. You also get:

- All full videos, bookmarks, and playlists
- World Congress livestreams

[See pricing](https://www.wearedevelopers.com/pricing)

## Links

- [Get tickets](https://www.wearedevelopers.com/world-congress-north-america/tickets)